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deep-learning-tutorial

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Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

Here are 396 public repositories matching this topic...

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annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

Star 67.8k

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers
  • Updated Nov 2, 2026
  • Python

ChristosChristofidis / awesome-deep-learning

Star 29.2k

A curated list of awesome Deep Learning tutorials, projects and communities.

machine-learning awesome deep-learning neural-network recurrent-networks awesome-list deep-learning-tutorial deep-networks face-images
  • Updated May 26, 2025

AlexeyAB / darknet

Star 22.1k

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-neural-networks computer-vision deep-learning neural-network dnn yolo object-detection deep-learning-tutorial yolov3 yolov4 scaledyolov4 scaled-yolov4
  • Updated Dec 15, 2025
  • C

ShusenTang / Dive-into-DL-PyTorch

Star 19.5k

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

natural-language-processing computer-vision deep-learning pytorch deep-learning-tutorial d2l pytorch-tutorial
  • Updated Oct 14, 2021
  • Jupyter Notebook

ujjwalkarn / Machine-Learning-Tutorials

Star 18.4k

machine learning and deep learning tutorials, articles and other resources

list machine-learning awesome deep-neural-networks deep-learning neural-network neural-networks awesome-list machinelearning deeplearning deep-learning-tutorial
  • Updated Jun 12, 2024

instillai / TensorFlow-Course

Star 16.3k

📡 Simple and ready-to-use tutorials for TensorFlow

python deep-learning tensorflow deep-learning-tutorial
  • Updated Nov 28, 2022
  • Jupyter Notebook

ritchieng / the-incredible-pytorch

Star 12.7k

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

python deep-neural-networks deep-learning pytorch deep-learning-library deep-learning-tutorial
  • Updated Nov 12, 2026

mgsalem / Tensorflow-Project-Template

Star 3.6k

A best practice for tensorflow project template architecture.

template deep-learning neural-network tensorflow best-practices oop software-engineering tensorflow-tutorials convolutional-neural-networks deep-learning-tutorial tesnorflow
  • Updated Apr 21, 2022
  • Python

bfortuner / ml-glossary

Star 3.1k

Machine learning glossary

data-science machine-learning deep-learning neural-network cheatsheets deep-learning-tutorial
  • Updated Aug 8, 2024
  • Python
computer-vision-in-action

Charmve / computer-vision-in-action

Sponsor
Star 2.9k

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

machine-learning tutorial books computer-vision deep-learning neural-network notebook jupyter-notebook handbook pytorch transformer ipynb deep-learning-tutorial computer-vision-algorithms colab-notebook in-action charmve
  • Updated May 27, 2024
  • Jupyter Notebook

CreatCodeBuild / TensorFlow-and-DeepLearning-Tutorial

Star 2.3k

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning tensorflow tensorboard deep-learning-tutorial
  • Updated Mar 22, 2020
  • Python

gluon-api / gluon-api

Star 2.3k

A clear, concise, simple yet powerful and efficient API for deep learning.

deep-learning neural-network neural-networks gluon deep-learning-tutorial deep-learning-framework imperative-programming
  • Updated Jan 14, 2026
  • Jupyter Notebook

xiaohu2015 / DeepLearning_tutorials

Star 1.8k

The deeplearning algorithms implemented by tensorflow

sda tensorflow cnn lstm deep-learning-algorithms rbm mlp deep-learning-tutorial dbn
  • Updated Feb 27, 2019
  • Jupyter Notebook

sgrvinod / Deep-Tutorials-for-PyTorch

Star 1.6k

In-depth tutorials for implementing deep learning models on your own with PyTorch.

pytorch deep-learning-tutorial neural-network-tutorials pytorch-tutorial pytorch-tutorials learning-pytorch
  • Updated Dec 9, 2023

bat67 / pytorch-tutorials-examples-and-books

Star 1.5k

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

python machine-learning slide library deep-learning neural-network numpy python3 pytorch deep-learning-algorithms deeplearning deep-learning-tutorial pytorch-tutorials learning-pytorch pytorch-ppt
  • Updated Nov 23, 2020
  • Jupyter Notebook

amitshekhariitbhu / AndroidTensorFlowMachineLearningExample

Star 1.4k

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials deeplearning deep-learning-tutorial tensorflow-models tensorflow-examples tensorflow-android machine-learning-android
  • Updated May 2, 2025
  • Java

SkalskiP / ILearnDeepLearning.py

Star 1.4k

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning neural-network numpy visualizations deep-learning-tutorial
  • Updated Dec 10, 2023
  • Jupyter Notebook

ShusenTang / Deep-Learning-with-PyTorch-Chinese

Star 1.3k

本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。

pytorch deep-learning-tutorial pytorch-tutorial
  • Updated Nov 25, 2020
  • Jupyter Notebook

AlgoTraders / stock-analysis-engine

Star 1.2k

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +…

docker kubernetes redis deep-neural-networks options deep-learning jupyter tensorflow helm s3 keras minio iex helm-charts stocks algorithmic-trading deep-learning-tutorial tradier backtesting iexcloud
  • Updated Sep 5, 2020
  • Jupyter Notebook

roatienza / Deep-Learning-Experiments

Star 1.2k

Videos, notes and experiments to understand deep learning

nlp deep-learning speech pytorch artificial-intelligence vision deep-learning-tutorial
  • Updated Nov 2, 2026
  • Jupyter Notebook
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